## [1] 153201 104
## [1] 26376
## [1] 25183
## [1] 26376
Outcome Variable

Baseline Covariates
Before imputation
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 19.00 54.00 66.00 64.67 77.00 100.00
| Characteristic |
Overall, N = 26,376 |
Y=0, N = 25,912 |
Y=1, N = 464 |
| Age |
66 (54.0, 77.0) |
66 (54.0, 77.0) |
69 (55.0, 80.0) |
| Gender |
|
|
|
| Â Â Â Â Female |
10,954 (41.5%) |
10,744 (41.5%) |
210 (45.3%) |
| Â Â Â Â Male |
15,422 (58.5%) |
15,168 (58.5%) |
254 (54.7%) |
| Ethnicity |
|
|
|
| Â Â Â Â Asian |
565 (2.5%) |
551 (2.5%) |
14 (3.7%) |
| Â Â Â Â Black |
1,695 (7.5%) |
1,670 (7.6%) |
25 (6.7%) |
| Â Â Â Â Hispanic |
779 (3.5%) |
762 (3.4%) |
17 (4.5%) |
| Â Â Â Â Other |
739 (3.3%) |
726 (3.3%) |
13 (3.5%) |
| Â Â Â Â White |
18,694 (83.2%) |
18,388 (83.2%) |
306 (81.6%) |
| Â Â Â Â (Missing) |
3,904 |
3,815 |
89 |
| Marital |
|
|
|
| Â Â Â Â No partner |
11,260 (45.9%) |
11,080 (45.8%) |
180 (46.4%) |
| Â Â Â Â Partner |
13,294 (54.1%) |
13,086 (54.2%) |
208 (53.6%) |
| Â Â Â Â (Missing) |
1,822 |
1,746 |
76 |
| Language |
|
|
|
| Â Â Â Â English |
13,436 (86.1%) |
13,230 (86.2%) |
206 (81.7%) |
| Â Â Â Â Other |
2,168 (13.9%) |
2,122 (13.8%) |
46 (18.3%) |
| Â Â Â Â (Missing) |
10,772 |
10,560 |
212 |
| Religion |
|
|
|
| Â Â Â Â Christian |
13,358 (76.9%) |
13,160 (76.9%) |
198 (78.0%) |
| Â Â Â Â Other |
4,015 (23.1%) |
3,959 (23.1%) |
56 (22.0%) |
| Â Â Â Â (Missing) |
9,003 |
8,793 |
210 |
| Insurance |
26,072 (98.8%) |
25,623 (98.9%) |
449 (96.8%) |
After imputation
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 19.00 54.00 66.00 64.67 77.00 100.00
| Characteristic |
Overall, N = 26,376 |
Y=0, N = 25,912 |
Y=1, N = 464 |
| Age |
66 (54.0, 77.0) |
66 (54.0, 77.0) |
69 (55.0, 80.0) |
| Gender |
|
|
|
| Â Â Â Â Female |
10,954 (41.5%) |
10,744 (41.5%) |
210 (45.3%) |
| Â Â Â Â Male |
15,422 (58.5%) |
15,168 (58.5%) |
254 (54.7%) |
| Ethnicity |
|
|
|
| Â Â Â Â Asian |
565 (2.1%) |
551 (2.1%) |
14 (3.0%) |
| Â Â Â Â Black |
1,695 (6.4%) |
1,670 (6.4%) |
25 (5.4%) |
| Â Â Â Â Hispanic |
779 (3.0%) |
762 (2.9%) |
17 (3.7%) |
| Â Â Â Â Other |
739 (2.8%) |
726 (2.8%) |
13 (2.8%) |
| Â Â Â Â White |
22,598 (85.7%) |
22,203 (85.7%) |
395 (85.1%) |
| Marital |
|
|
|
| Â Â Â Â No partner |
11,260 (42.7%) |
11,080 (42.8%) |
180 (38.8%) |
| Â Â Â Â Partner |
15,116 (57.3%) |
14,832 (57.2%) |
284 (61.2%) |
| Language |
|
|
|
| Â Â Â Â English |
24,208 (91.8%) |
23,790 (91.8%) |
418 (90.1%) |
| Â Â Â Â Other |
2,168 (8.2%) |
2,122 (8.2%) |
46 (9.9%) |
| Religion |
|
|
|
| Â Â Â Â Christian |
22,361 (84.8%) |
21,953 (84.7%) |
408 (87.9%) |
| Â Â Â Â Other |
4,015 (15.2%) |
3,959 (15.3%) |
56 (12.1%) |
| Insurance |
26,072 (98.8%) |
25,623 (98.9%) |
449 (96.8%) |
Vital Signs
Average Vital Sign Measurements in each 12 hours
Before imputation

After imputation

Number of hours without vital sign measurements in each 12
hours

Vital sign measurement rates in each 12 hours

Vital sign outlier rates every 12 hours

Average lab test values in each 12 hours
Before imputation

After imputation

Lab test measurement rates in each 12 hours

Correlation Matrix Plot
Since we don’t have missingness for gender, age, and insurance, the
correlations related to them are unknown.

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